Karim Mattar(@MattarARK):At $1 per coding task ARK’s model puts DeepSWE success at around 70% in July up from around 8% in March As a developer I don’t buy tokens for their own sake, I want a working change. So if the same dollar gets a successful result much more often then more work becomes worth handing to an agent I know I'm already seeing my own AI spend increasing as the tools get more capable. What do you think this graph will look like a year from now?

Karim Mattar

@MattarARK

AI Research Associate @ARKInvest | AI, Cloud & Semis | Research x Automation | | Disclosure:

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Karim Mattar@MattarARK

2026.10.19 13:20

At $1 per coding task ARK’s model puts DeepSWE success at around 70% in July up from around 8% in March As a developer I don’t buy tokens for their own sake, I want a working change. So if the same dollar gets a successful result much more often then more work becomes worth handing to an agent I know I'm already seeing my own AI spend increasing as the tools get more capable. What do you think this graph will look like a year from now?